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Neural Network Mixed Precision Training

 01-31-2023 04-26-2024 blog 15 minutes read (About 2215 words)
Accelerated Low Bit-Width Neural Network Training

 
Machine Learning, 
Deep Learning, 
Mathematics  
  Read More

Exponential Moving Average

 01-26-2023 02-28-2023 blog 7 minutes read (About 1003 words)
Neural Network Training Trick Improves Model Generalization

 
Machine Learning, 
Deep Learning, 
Statistics, 
Mathematics  
  Read More

Tensor Rank VS Matrix Rank

 01-03-2023 01-03-2023 blog 5 minutes read (About 817 words)
Connections Between Tensor Rank and Matrix Rank

 
Deep Learning, 
Mathematics  
  Read More

Ichiban Kuji Probability Calculator

 09-04-2022 09-04-2022 project 11 minutes read (About 1645 words)
Ichiban Kuji Game Assistant

 
Ichiban Kuji, 
Probability, 
Mathematics, 
Japan  
  Read More

Breaking Hotelling's Law

 09-01-2022 09-01-2022 blog 10 minutes read (About 1468 words)
Product Differentiation and Its Consequences

 
Mathematics, 
Economics, 
Game Theory  
  Read More

Camera Intrinsics and Extrinsics

 08-21-2022 08-21-2022 blog 11 minutes read (About 1724 words)
3D World Coordinates to 2D Image Coordinates

 
Computer Vision, 
Mathematics  
  Read More

一番赏概率计算器

 08-11-2022 08-11-2022 essay 13 minutes read (About 1886 words)
一番赏大战博弈助手

 
Ichiban Kuji, 
Probability, 
Mathematics, 
Japan  
  Read More

The Probability Behind Safety

 08-01-2022 08-01-2022 blog 12 minutes read (About 1788 words)
Mathematical Motivations for Safety Requirement Inheritance and Decomposition

 
Probability, 
Mathematics, 
Safety  
  Read More

Unit Quaternion 3D Rotation Representation

 04-24-2022 04-24-2022 blog 13 minutes read (About 1979 words)
Derivation of Unit Quaternion 3D Rotation Representation

 
Mathematics, 
Geometry, 
Computer Graphics  
  Read More

PyTorch Automatic Differentiation

 03-15-2022 03-15-2022 blog 18 minutes read (About 2737 words)
Automatic Differentiation in Forward Mode and Reverse Mode Using PyTorch autograd and functorch

 
Deep Learning, 
Mathematics, 
PyTorch  
  Read More

Axis/Angle 3D Rotation Representation

 02-28-2022 02-28-2022 blog 16 minutes read (About 2358 words)
Derivation of Axis/Angle 3D Rotation Representation

 
Mathematics, 
Geometry, 
Computer Graphics  
  Read More

Automatic Differentiation

 02-21-2022 06-28-2023 article 34 minutes read (About 5117 words)
Mathematical Foundations to Neural Network Optimization

 
Machine Learning, 
Deep Learning, 
Mathematics, 
Mathematical Optimization  
  Read More
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Lei Mao

Lei Mao

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Menlo Park, California

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